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/ 7 MIN READ

Self-Service Analytics Stalled Once. Will AI Stall It Again?

Executive summary Self-service BI stalled at about 25% of employees for more than a decade because the numbers didn’t agree, not because the tools were hard to use. AI chat makes asking easy again, but…

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/ 7 MIN READ

Stop Writing Your Semantic Model. Start Reviewing It.

Executive summary AI tools, like AtScale’s CoModel, can now draft most of a semantic model, and that will change the data modeler’s job. Claude Sonnet 5, working through a semantic layer that AI generated and…

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/ 8 MIN READ

How to Achieve AI Accuracy: Buy the Foundation, Rent the Model

Executive summary AI leaderboard rankings measure a model working alone, on tasks that look little like your warehouse. On the 410 business questions in the BIRD-Interact benchmark, what sat under the model made a bigger…

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/ 9 MIN READ

The Missing Step in Text-to-SQL

Executive Summary: I asked how many units we sold in Q2 2008 against an AdventureWorks tutorial dataset and got 25,427 units. Correct. A second calendar in the same schema, a retail 4-4-5, returned 24,639. Also…

Posted By: Ryan Siegler